Biases in AI/ML Models

Announcement

What is bias in AI/ML models? How do they happen and affect the performance and accuracy?

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There is bias in your data that affects your AI/ML model performance. But how and why?

In this post:

  • What is bias in AI/ML models, essentially?
  • What are types of bias in your data and annotation?
  • What to do?

Bias is an systematic, invisible assumption or error that hinders your AI/ML model. Learn more.